Opis: Using machine learning for outcome prediction of patients with severe head injury /

Using machine learning for outcome prediction of patients with severe head injury /

The paper presents an application of decision tree induction to the problem of the prediction of outcome after a severe head injury. The study shows that induced decision trees are useful for the analysis of the importance of clinical parameters and of their combinations for the evaluation of the se...

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Bibliografske podrobnosti
Main Authors:	Pilih, Iztok A. (Author), Mladenić, Dunja. (Author), Lavrač, Nada. (Author), Prevec, Tine S. (Author)
Format:	Book Chapter
Jezik:	English
Teme:	medicina > avtomatsko učenje > diagnostika > poškodbe glave medicine > machine learning > outcome prediction > decision tree > head injury
Sorodne knjige/članki:	Vsebovano v: Proceedings
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Opis
Izvleček:	The paper presents an application of decision tree induction to the problem of the prediction of outcome after a severe head injury. The study shows that induced decision trees are useful for the analysis of the importance of clinical parameters and of their combinations for the evaluation of the severity of brain injury and for outcome prediction.
Fizični opis:	Str. 200-204.
ISBN:	081867928X

Using machine learning for outcome prediction of patients with severe head injury /

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